{"id":"W4413107199","doi":"10.1097/aln.0000000000005624","title":"Anesthesiology Clinical Trial Networks in the United States: A Report from the Anesthesia Research Council","year":2025,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"National Institute of General Medical Sciences; National Heart, Lung, and Blood Institute; National Institute on Aging; National Institutes of Health","keywords":"Medicine; Anesthesiology; Pain medicine; Anesthesia; Clinical trial; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.367549,0.001128441,0.002054851,0.005233449,0.006427825,0.01674995,0.005918392,0.01279266,0.007930791],"category_scores_gemma":[0.4889625,0.002497777,0.003032809,0.008663499,0.004359005,0.01409019,0.01731897,0.01974294,0.001653481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01882793,"about_ca_system_score_gemma":0.147891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04529752,"about_ca_topic_score_gemma":0.07560012,"domain_scores_codex":[0.6445454,0.157386,0.04073963,0.01188323,0.1327438,0.01270183],"domain_scores_gemma":[0.308053,0.3481371,0.08470417,0.02427353,0.1184392,0.116393],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006875464,0.0005853996,0.03698679,0.002459056,0.0004263739,0.0005036172,0.002338124,0.001810916,0.0002971801,0.0189072,0.7001605,0.2348373],"study_design_scores_gemma":[0.0008637007,0.0004448569,0.05381639,0.01015754,0.0003956594,0.0004684711,0.001408448,0.003406238,0.0004320518,0.00592911,0.9224911,0.0001863396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01098468,0.06975588,0.009793502,0.8581119,0.01104101,0.00378165,0.004003692,0.0006257004,0.03190189],"genre_scores_gemma":[0.1810859,0.1397221,0.08146058,0.4968177,0.02165545,0.0269761,0.01941124,0.001302815,0.03156826],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6324509,"threshold_uncertainty_score":0.7799246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2050973413036889,"score_gpt":0.4256367544103341,"score_spread":0.2205394131066452,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}